Package: ModelMap
Type: Package
Title: Modeling and Map Production using Random Forest and Related
        Stochastic Models
Authors@R: c(person(given = "Elizabeth",
                        family = "Freeman",
                        role = c("aut", "cre"),
                        email = "elizabeth.a.freeman@usda.gov"),
                 person(given = "Tracey",
                        family = "Frescino",
                        role = "aut"))
Author: Elizabeth Freeman [aut, cre], Tracey Frescino [aut]
Version: 3.4.0.8
Date: 2025-09-18
Depends: R (>= 2.13.0), randomForest, raster
Suggests: party, quantregForest, sf
Imports:
        graphics,grDevices,stats,utils,mgcv,corrplot,fields,HandTill2001,PresenceAbsence
Maintainer: Elizabeth Freeman <elizabeth.a.freeman@usda.gov>
Description: Creates sophisticated models of training data and
        validates the models with an independent test set, cross
        validation, or Out Of Bag (OOB) predictions on the training
        data. Create graphs and tables of the model validation results.
        Applies these models to GIS .img files of predictors to create
        detailed prediction surfaces. Handles large predictor files for
        map making, by reading in the .img files in chunks, and output
        to the .txt file the prediction for each data chunk, before
        reading the next chunk of data.
License: Unlimited
Encoding: UTF-8
RoxygenNote: 7.2.3
NeedsCompilation: no
Packaged: 2026-09-19 10:28:31 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2025-09-30 22:30:02 UTC
RemoteUrl: https://github.com/cran/ModelMap
RemoteRef: HEAD
RemoteSha: fba12f39d2595632a3580ae39b48937d007e079f